How real projects configure their agents

32,517 repositories keep their own agent configuration in the open: a CLAUDE.md, a rules file, instructions for Copilot, a skill the project runs on itself. These are not mods to install. They are worth reading for what they reveal — what a maintainer thinks an agent gets wrong.

Building agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
anneschuth/claude-threads claude-threads.run Think of it as screen-sharing for AI pair programming, but everyone can type. 46 Claude Code 1 15,139 tok
Cifero74/mcp-apple-music Full Apple Music integration for Claude via MCP — search catalog, manage library & playlis 46 Claude Code 1 1,112 tok
gabelul/slopbuster Strips the AI tells out of prose, code, and academic writing. 152 patterns from real AI-vs 46 Claude Code 1 779 tok
rizukirr/no-vibe Turn your AI coding agent into a tutor. It learns your level and adapts to you 46 Claude Code, Codex, OpenCode 4 2,215 tok
luuuc/sense luuuc.github.io MCP server for AI coding agents - gives Claude Code, OpenCode, Cursor, and Codex CLI struc 46 Claude Code 4 —
LaGrowthMachine/gtm-system lagrowthmachine.com Open-source Claude skills and an MCP server for Sales and GTM teams: build Sales Navigator 46 Claude Code 1 2,395 tok
shrek-abaper/sap-engineering-skill Atomic SAP ADT CLI and scenario-driven AI skills for ABAP code and business logic analysis 46 Claude Code 1 3,232 tok
actionhero/keryx keryxjs.com Keryx: The Fullstack TypeScript Framework for MCP and APIs 46 Claude Code 10 2,308 tok
guillermoscript/lms-front preciopana.com Open-source multi-tenant LMS for creators and schools: sell courses on your own subdomain. 46 Claude Code, Codex, OpenCode 58 5,964 tok
klinkdev2026/klayout-klink klinkdev2026.github.io AI-native control plane for KLayout: RPC plugin, Python client, MCP bridge, and routing wo 46 Claude Code 1 3,134 tok
bamboo-nova/meiseki AI Agent Plugin that strips away complex syntax from Japanese documents written by AI and 46 Claude Code 4 —
glincker/ableton-skills Claude Skills for Ableton Live producers. Workflows for Claude Code, Cursor, Codex, and Ge 46 Claude Code 1 480 tok
NeuralNotwerk/cgg Offline multi-language call graph generator in Rust — point at any folder, get a graph. 46 Claude Code 3 21,130 tok
conorbronsdon/substack-mcp conorbronsdon.com MCP server for Substack: rich drafts, Notes, analytics, and consented subscriber managemen 46 Claude Code, Codex, OpenCode 2 1,084 tok
Mrsandman327/OpenCode-Client A visual client for OpenCode 46 Claude Code, Codex, OpenCode 2 513 tok
nana7chi/CubismExternalEditMCP MCP for Live2D Cubism Editor 5.4 alpha1 External application integration 46 Claude Code 1 2,150 tok
orka-agents/orka orka-agents.github.io 🐋 Cloud and AI-native multi-agent orchestration platform for Kubernetes 46 Claude Code, Codex, OpenCode 10 2,421 tok
vertz-dev/vertz vertz.dev The Agent-native TypeScript stack 46 Claude Code 7 923 tok
alondero/aerogauge-recomp A static recompilation of AeroGauge for the Nintendo N64 46 Claude Code 10 789 tok
shopwareLabs/ai-coding-tools Claude Code plugin marketplace for Shopware development. Provides MCP servers, skills, age 45 Claude Code, Codex, OpenCode 4 2,732 tok
TelivityAI/careerops Store every accomplishment. Tailor every application. Own your career data. 45 Claude Code, Codex 1 —
boykush/scraps boykush.github.io The Wiki-link doc compiler for the LLM era. 45 Claude Code, Codex, OpenCode 10 397 tok
clawdsec/clawsec clawsec.bot Clawsec Plugin 45 Claude Code 1 5,656 tok
toolprint/just-mcp toolprint.ai Share the same project justfile tasks with your AI Coding Agent. 45 Claude Code 2 3,858 tok
HazAT/pi-solo Pi extension for Solo (soloterm.com) — registers every Solo MCP tool as a first-class Pi t 45 Claude Code, Codex 1 —
djfksjd/sole-search A support-program research agent skill for small business owners (operating shops and self 45 Claude Code, Codex, OpenCode 1 674 tok
Xopoko/build-swift-apps Build, debug, profile, test, refactor, and release Swift apps across iOS, macOS, Xcode, Sw 45 Claude Code, Codex, OpenCode 2 1,104 tok
wigtn/wigtn-plugins Claude Code plugins for AI-native engineers 45 Claude Code 1 3,798 tok
incubateur-ademe/benefriches benefriches.ademe.fr L'outil numérique qui quantifie et monétarise les impacts environnementaux, sociaux et éco 45 Claude Code, Codex, OpenCode 23 2,052 tok
goodniuniu/github-kb GitHub Knowledge Base Manager - A Claude Code skill for managing local GitHub projects 45 Claude Code 1 1,080 tok
bThink-BGU/BPjs Environment for running behavioral programs written in JavaScript. 45 Claude Code 1 1,144 tok
idoforgod/Church-Admin-AgenticWorkflow Church Administration AI Agentic Workflow Automation System 45 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 44 40,238 tok
ProvableHQ/python-sdk 45 Claude Code, Codex, OpenCode 2 1,783 tok
shelby/shelby-skills shelby.xyz Agent skills for building on Shelby 45 Claude Code, Codex, OpenCode 2 689 tok
yoloshii/mcp-code-execution-enhanced Enhanced MCP code execution. Agent framework-agnostic (optimized for Claude Code). Skills 45 Claude Code 3 2,068 tok
EasyDevv/pyhunt Lightweight Python logging tool for visual call tracing, tree-structured colored logs, and 45 Claude Code, Codex, OpenCode 2 947 tok
frostant/awesome-claude-skills Claude Skills collection - fork from ComposioHQ with Chinese docs and enhancements 45 Claude Code 1 311 tok
jalpp/chessagineweb A chess app I maintain for my self 45 Claude Code, Codex, OpenCode 2 159 tok
pomterre/ccguard npmjs.com Automated enforcement of net-negative LOC, complexity constraints, and quality standards f 45 Claude Code 1 947 tok
vercel/microfrontends vercel.com Build microfrontends on Vercel 45 Claude Code, Codex, OpenCode 2 2,188 tok
jeapostrophe/jc Claude Code orchestrator in one window 45 Claude Code 1 612 tok
ssdeanx/AgentStack AgentStack is a production-grade multi-agent framework built on Mastra, delivering 50+ ent 45 Claude Code, Codex, GitHub Copilot, OpenCode 50 34,906 tok
NaniDAO/agentek An extensible TypeScript toolkit that simplifies complex EVM blockchain interactions into 45 Claude Code 1 458 tok
cafferychen777/ChatSpatial docs.cafferyang.com MCP server for spatial transcriptomics analysis through natural language interfaces. 45 Claude Code 9 —
zuiho-kai/bot_civ zuiho-kai.github.io OpenClaw community — multi-agent chat groups + browser game community, helping AI instance 45 Claude Code 1 3,765 tok
engseclabs/trailtool Simplified CloudTrail analysis for AI agents 45 Claude Code 1 1,035 tok
robotaitai/project-bedrock Every session starts with context, every decision leaves a trail, and every session leaves 45 Claude Code 8 —
patroza/HyprSpace Hyprland for MacOS - heavily modified Aerospace 45 Claude Code 1 1,712 tok
yakushstanislav/UltraViolet 45 Claude Code 1 1,550 tok
briandconnelly/mcp-server-ipinfo mcp.ipinfo.io DEPRECATED: use the official IPinfo MCP server at https://mcp.ipinfo.io 45 Claude Code, Codex, OpenCode 2 748 tok